SOTAVerified

Semantic Segmentation

Papers

Showing 33013310 of 14763 papers

TitleStatusHype
Image Recoloring Based on Object Color DistributionsCode1
RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image SegmentationCode1
LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution KernelsCode1
Data Augmentation-free Unsupervised Learning for 3D Point Cloud UnderstandingCode1
Image Segmentation Using Deep Learning: A SurveyCode1
RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor SegmentationCode1
LiVOS: Light Video Object Segmentation with Gated Linear MatchingCode1
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation PipelineCode1
Image Synthesis From Layout With Locality-Aware Mask AdaptionCode1
Livelayer: A Semi-Automatic Software Program for Segmentation of Layers and Diabetic Macular Edema in Optical Coherence Tomography ImagesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified